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Zeba-karkhanawala/README.md

Hello 👋

About Me

With a background in Electrical Engineering, I love making connections between data and business to drive intelligent decision-making. My passion lies in AI and ML, where I specialize in building advanced RAG models, LLMs, and AI Agents to create impactful solutions.

Currently, I am an AI Agents Developer Intern at Virgent AI, exploring the next frontier of AI by transitioning from RAGs to autonomous AI agents. Previously, as an AI Engineer Intern at Intripid, I worked on RAGs and LLMs using tools like LangChain and DSPy, where I helped architect "What's Next?" - an intelligent recommender system now used by over 2,000 satisfied users.

I'm a proud member of the Asian Women Advancing AI (AWAAI) community, where I had the opportunity to lead a RAG Seminar & Hands-on Workshop in February 2025. I also had the honor of being featured on a Snowpal podcast titled "What it takes to get into one of the best colleges in India?" alongside IITian Zeba Karkhanawala, where I shared my journey and insights for aspiring students.

My curiosity drives me to continuously learn about AI research, AI ethics, and the future of AI.

When I’m not building AI solutions, you’ll find me reading abou dragons and magic🪄

💡 Always open to connecting with fellow AI enthusiasts! If you have an interesting AI book recommendation or just want to geek out over LLMs, drop me a message - let’s talk about what’s next in AI! 🚀

Skills

Programming Languages

Libraries

Tools

Databases

Work Experience

Virgent AI

AI Agents Developer Intern

Remote | January 2025 - Present

  • Developed an AI-powered Email Agent that automates email processing, drafts intelligent responses, and stores communications using Relay.app, Make.com, and LangGraph, streamlining workflow automation.
  • Built a Social Media AI Agent leveraging LangChain and OpenAI for autonomous content generation and scheduled posting on Monday.com. Collaborated with stakeholders to gather requirements and align AI capabilities with business needs.
  • Deployed a Social Media AI Agent on Streamlit Cloud with a CI/CD pipeline integrated via GitHub, enabling scalable, real-time AI-driven content management.

Intripid (formerly Travana)

AI Engineer Intern

Remote | May 2024 - December 2024

  • Built an intelligent travel recommender model using OpenAI, MongoDB, and Google API, adopted by 2,000+ users with high satisfaction ratings.
  • Designed and deployed a Multi-agent RAG model using LangChain and ChromaDB, enhancing personalized itinerary matches by 90%.
  • Developed a text-matching system using NLP and vector embeddings, improving retrieval accuracy to 95% while optimizing response time by 72%.
  • Engineered a data pipeline with Apify to scrape Google Maps Places, TripAdvisor, and YouTube, boosting RAG performance by 70%.

Trace 3 (Master's Capstone Project)

AI Engineer

Remote | January 2024 - December 2024

  • Led the design of an end-to-end text-to-SQL chatbot, oversaw system architecture from frontend to backend, and improved user interaction and streamlined data queries.
  • Developed an AI-powered chatbot using LangChain and LLama on GROQ Cloud, integrated with a ReactJS frontend and Flask backend, which improved user satisfaction by achieving 1-second response times.
  • Improved text-to-SQL accuracy by 80% through effective prompt engineering, defining system roles, and implementing few-shot prompting techniques.

Robert H. Smith School of Business

Teaching Assistant, Social Media Analytics and Web Analytics

College Park, MD, USA | August 2024 – December 2024

  • Developed and presented RAG (Retrieval-Augmented Generation) lectures and technical demonstrations for 60+ MBA students, enhancing their understanding of AI applications in business.
  • Integrated ML and NLP examples in RapidMiner AI Studio, simplifying complex AI concepts for business applications, which improved student engagement and comprehension.

Robert H. Smith School of Business

Teaching Assistant, Essential Data Training using Python

College Park, MD, USA | January 2024 – May 2024

  • Assist in grading, conducting office hours, and supporting students in understanding course material.
  • Provide hands-on help during class hours to solve doubts and facilitate learning in Python for data analysis.

R.H. Smith School of Business, Management and Organizations Department

Research Assistant (Snowflake, Python, SQL, SnowSQL, Data Extraction, Data Cleaning)

College Park, MD, USA | October 2023 – July 2024

  • Automated data retrieval from Snowflake using Python and SQL, reducing processing time by 25%.
  • Designed and optimized ETL pipelines, improving data processing efficiency by 85% to support research on job posting trends.

Indian Institute of Technology, School of Management and Entrepreneurship

Teaching Assistant, Operations Management

Jodhpur, Rajasthan, India | January 2023 – May 2023

  • Contributed to grading assignments and exams, ensuring fair and consistent evaluation of students' understanding of operations management principles.
  • Offered targeted support to students by clarifying course material complexities and resolving doubts, enhancing their grasp of operations management concepts.

Oxytocin

Product Management Intern (Google Cloud, Microsoft Office, Research)

Remote | March 2022 – April 2022

  • Conducted research on 7 cognitive biases affecting project management, decision-making, and risk assessment.
  • Compiled academic articles, case studies, and reports, utilizing strong research and analytical skills to understand impacts on project outcomes.

Arowa Webtech

Content Writer and Social Media Manager

Ahmedabad, Gujarat, India | February 2021 – July 2021

  • Scheduled and managed social media content calendars, created SEO-optimized blog content, and optimized posting times for maximum reach and engagement.
  • Collaborated with the design team to create visually appealing and engaging social media posts, graphics, and videos to promote brand awareness and drive user engagement.
  • Enhanced social media engagement metrics, resulting in 30% more likes, and a 40% increase in the follower counts across all the clients in 5 months.

Education

University of Maryland, Robert H. Smith School of Business

Masters of Science in Information Systems, GPA: 3.97/4.0

College Park, MD, USA | Expected December 2024

  • Participated in the Terrapin Leadership Institute's LEAD Program, focusing on advanced leadership skills and project management.
  • 3rd place Smith Analytics Consortium’s 5th Annual Datathon 2024: Used Tableau to analyze data and recommend cities for NBA expansion in collaboration with Deloitte

Indian Institute of Technology Jodhpur

Bachelor of Technology in Electrical Engineering, Minors in Management, CGPA: 8.1/10.0

Jodhpur, Rajasthan, India | May 2023

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